Chandan Singh

143 papers A* 9A 2B 3C 1Misc 2Journal 110Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Transform-Based UNet Architecture for Breast Tumor Segmentation.
J. Signal Process. Syst.
Chandan Singh, Sukhjeet Kaur, Heena Jasrotia
2026 J jnl
A multi-scale and multi-transform-based lightweight U-Net model for Brain Tumor Segmentation with enhanced spatial information.
Appl. Soft Comput.
Rama Rani, Chandan Singh, Sukhjeet Kaur Ranade
2026 J jnl
A novel approach for breast tumor segmentation using multi-resolution analysis through wavelet transform.
Soft Comput.
Heena Jasrotia, Chandan Singh, Sukhjeet Kaur
2026 J jnl
Do explanations generalize across large reasoning models?
CoRR
Koyena Pal, David Bau, Chandan Singh
2026 J jnl
Human-AI Co-design for Clinical Prediction Models.
CoRR
Jean Feng, Avni Kothari, Patrick Vossler, Andrew Bishara, Lucas Zier, Newton Addo, Aaron Kornblith, Yan Shuo Tan, Chandan Singh
2026 J jnl
Interpreting and Steering State-Space Models via Activation Subspace Bottlenecks.
CoRR
Vamshi Sunku Mohan, Kaustubh Gupta, Aneesha Das, Chandan Singh
2026 J jnl
Test-time Recursive Thinking: Self-Improvement without External Feedback.
CoRR
Yufan Zhuang, Chandan Singh, Liyuan Liu, Yelong Shen, Dinghuai Zhang, Jingbo Shang, Jianfeng Gao, Weizhu Chen
2025 J jnl
A moment-based pooling approach in convolutional neural networks for breast cancer histopathology image classification.
Neural Comput. Appl.
Arvind Kumar, Chandan Singh, Manoj Kumar Sachan
2025 Misc conf
CMOSP18 FD-SOI Technology Based MCU Achieving High Performance of 1.2GHz Using High Speed, Optimized Leakage & High Density Tightly Coupled Memory (TCM).
VLSID
Praveen Verma, Anuj Dhillon, Ashfaque Ahmed, Yagnesh Vaderiya, Chandan Singh, Veenita Kumari, Harshit Sharma
2025 J jnl
Interpretable Embeddings of Speech Enhance and Explain Brain Encoding Performance of Audio Models.
CoRR
Riki Shimizu, Richard J. Antonello, Chandan Singh, Nima Mesgarani
2025 A* conf
MULTIGUARD: An Efficient Approach for AI Safety Moderation Across Languages and Modalities.
EMNLP
Sahil Verma, Keegan Hines, Jeff A. Bilmes, Charlotte Siska, Luke Zettlemoyer, Hila Gonen, Chandan Singh
2025 — conf
Mitigating Digital Debt in Packaged Enterprise System Customization.
IWSiB@ICSE
Chandan Singh, Samuli Pekkola
2025 J jnl
OMNIGUARD: An Efficient Approach for AI Safety Moderation Across Modalities.
CoRR
Sahil Verma, Keegan Hines, Jeff A. Bilmes, Charlotte Siska, Luke Zettlemoyer, Hila Gonen, Chandan Singh
2025 J jnl
Potential for Algorithmic Bias in Clinical Decision Instrument Development.
npj Digit. Medicine
Jed Keenan Obra, Chandan Singh, Kenshata Watkins, Jean Feng, Ziad Obermeyer, Aaron Kornblith
2025 A* conf
Simplifying DINO via Coding Rate Regularization.
ICML
Ziyang Wu, Jingyuan Zhang, Druv Pai, Xudong Wang, Chandan Singh, Jianwei Yang, Jianfeng Gao, Yi Ma
2025 J jnl
Simplifying DINO via Coding Rate Regularization.
CoRR
Ziyang Wu, Jingyuan Zhang, Druv Pai, Xudong Wang, Chandan Singh, Jianwei Yang, Jianfeng Gao, Yi Ma
2025 J jnl
Text Generation Beyond Discrete Token Sampling.
CoRR
Yufan Zhuang, Liyuan Liu, Chandan Singh, Jingbo Shang, Jianfeng Gao
2025 B conf
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning.
COLING
Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao
2025 J jnl
Towards Understanding Graphical Perception in Large Multimodal Models.
CoRR
Kai Zhang, Jianwei Yang, Jeevana Priya Inala, Chandan Singh, Jianfeng Gao, Yu Su, Chenglong Wang
2025 A* conf
Vector-ICL: In-context Learning with Continuous Vector Representations.
ICLR
Yufan Zhuang, Chandan Singh, Liyuan Liu, Jingbo Shang, Jianfeng Gao
2024 J jnl
A generative framework to bridge data-driven models and scientific theories in language neuroscience.
CoRR
Richard J. Antonello, Chandan Singh, Shailee Jain, Aliyah R. Hsu, Jianfeng Gao, Bin Yu, Alexander Huth
2024 J jnl
A kernelized-bias-corrected fuzzy C-means approach with moment domain filtering for segmenting brain magnetic resonance images.
Soft Comput.
Chandan Singh, Sukhjeet Kaur Ranade, Dalvinder Kaur, Anu Bala
2024 J jnl
A novel approach for brain MRI segmentation and image restoration under intensity inhomogeneity and noisy conditions.
Biomed. Signal Process. Control.
Chandan Singh, Sukhjeet Kaur Ranade, Dalvinder Kaur, Anu Bala
2024 J jnl
An Intuitionistic Fuzzy C-Means and Local Information-Based DCT Filtering for Fast Brain MRI Segmentation.
J. Imaging Inform. Medicine
Chandan Singh, Sukhjeet Kaur Ranade, Dalvinder Kaur, Anu Bala
2024 J jnl
Attention learning models using local Zernike moments-based normalized images and convolutional neural networks for skin lesion classification.
Biomed. Signal Process. Control.
Chandan Singh, Sukhjeet Kaur Ranade, Satinder Pal Singh
2024 J jnl
Attribute Structuring Improves LLM-Based Evaluation of Clinical Text Summaries.
CoRR
Zelalem Gero, Chandan Singh, Yiqing Xie, Sheng Zhang, Tristan Naumann, Jianfeng Gao, Hoifung Poon
2024 J jnl
Bayesian Concept Bottleneck Models with LLM Priors.
CoRR
Jean Feng, Avni Kothari, Luke Zier, Chandan Singh, Yan Shuo Tan
2024 J jnl
Crafting Interpretable Embeddings by Asking LLMs Questions.
CoRR
Vinamra Benara, Chandan Singh, John X. Morris, Richard J. Antonello, Ion Stoica, Alexander G. Huth, Jianfeng Gao
2024 A* conf
Crafting Interpretable Embeddings for Language Neuroscience by Asking LLMs Questions.
NeurIPS
Vinamra Benara, Chandan Singh, John X. Morris, Richard J. Antonello, Ion Stoica, Alexander Huth, Jianfeng Gao
2024 J jnl
Employing Vector Field Techniques on the Analysis of Memristor Cellular Nonlinear Networks Cell Dynamics.
CoRR
Chandan Singh, Vasileios G. Ntinas, Dimitrios A. Prousalis, Yongmin Wang, Ahmet Samil Demirkol, Ioannis Messaris, Vikas Rana, Stephan Menzel, Alon Ascoli, Ronald Tetzlaff
2024 — conf
Generative Adversarial Networks in Combustion: Flame Image Generation for Clean and Predictive Combustion Modeling Using Real Data.
KES-HCIS
Chandan Singh, Marta Chinnici, Ah Lian Kor, Michael J. Evans, Paul R. Medwell, Alfonso Chinnici
2024 J jnl
Interpretable Language Modeling via Induction-head Ngram Models.
CoRR
Eunji Kim, Sriya Mantena, Weiwei Yang, Chandan Singh, Sungroh Yoon, Jianfeng Gao
2024 J jnl
Learning a Decision Tree Algorithm with Transformers.
CoRR
Yufan Zhuang, Liyuan Liu, Chandan Singh, Jingbo Shang, Jianfeng Gao
2024 J jnl
Learning a Decision Tree Algorithm with Transformers.
Trans. Mach. Learn. Res.
Yufan Zhuang, Liyuan Liu, Chandan Singh, Jingbo Shang, Jianfeng Gao
2024 J jnl
Model Tells Itself Where to Attend: Faithfulness Meets Automatic Attention Steering.
CoRR
Qingru Zhang, Xiaodong Yu, Chandan Singh, Xiaodong Liu, Liyuan Liu, Jianfeng Gao, Tuo Zhao, Dan Roth, Hao Cheng
2024 J jnl
Rethinking Interpretability in the Era of Large Language Models.
CoRR
Chandan Singh, Jeevana Priya Inala, Michel Galley, Rich Caruana, Jianfeng Gao
2024 A* conf
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs.
ICLR
Qingru Zhang, Chandan Singh, Liyuan Liu, Xiaodong Liu, Bin Yu, Jianfeng Gao, Tuo Zhao
2024 J jnl
Towards Consistent Natural-Language Explanations via Explanation-Consistency Finetuning.
CoRR
Yanda Chen, Chandan Singh, Xiaodong Liu, Simiao Zuo, Bin Yu, He He, Jianfeng Gao
2024 J jnl
Vector-ICL: In-context Learning with Continuous Vector Representations.
CoRR
Yufan Zhuang, Chandan Singh, Liyuan Liu, Jingbo Shang, Jianfeng Gao
2023 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
Trans. Mach. Learn. Res.
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2023 J jnl
Color object classification using multi-channel Zernike moments-based rotation invariant bag-of-visual-words and deep convolutional neural networks.
Inf. Fusion
Jaspreet Singh, Chandan Singh
2023 — conf
Explaining Data Patterns in Natural Language with Language Models.
BlackboxNLP@EMNLP
Chandan Singh, John X. Morris, Jyoti Aneja, Alexander M. Rush, Jianfeng Gao
2023 J jnl
Explaining black box text modules in natural language with language models.
CoRR
Chandan Singh, Aliyah R. Hsu, Richard J. Antonello, Shailee Jain, Alexander G. Huth, Bin Yu, Jianfeng Gao
2023 A conf
Orthogonal Transforms For Learning Invariant Representations In Equivariant Neural Networks.
WACV
Jaspreet Singh, Chandan Singh, Ankur Rana
2023 J jnl
Revisiting minimum description length complexity in overparameterized models.
J. Mach. Learn. Res.
Raaz Dwivedi, Chandan Singh, Bin Yu, Martin J. Wainwright
2023 J jnl
Self-Verification Improves Few-Shot Clinical Information Extraction.
CoRR
Zelalem Gero, Chandan Singh, Hao Cheng, Tristan Naumann, Michel Galley, Jianfeng Gao, Hoifung Poon
2023 J jnl
Tell Your Model Where to Attend: Post-hoc Attention Steering for LLMs.
CoRR
Qingru Zhang, Chandan Singh, Liyuan Liu, Xiaodong Liu, Bin Yu, Jianfeng Gao, Tuo Zhao
2023 A* conf
Tree Prompting: Efficient Task Adaptation without Fine-Tuning.
EMNLP
Chandan Singh, John X. Morris, Alexander M. Rush, Jianfeng Gao, Yuntian Deng
2023 J jnl
Tree Prompting: Efficient Task Adaptation without Fine-Tuning.
CoRR
John X. Morris, Chandan Singh, Alexander M. Rush, Jianfeng Gao, Yuntian Deng
2022 J jnl
Beyond the Imitation Game: Quantifying and extrapolating the capabilities of language models.
CoRR
Aarohi Srivastava, Abhinav Rastogi, Abhishek Rao, Abu Awal Md Shoeb, Abubakar Abid, Adam Fisch, Adam R. Brown, Adam Santoro, Aditya Gupta, Adrià Garriga-Alonso, Agnieszka Kluska, Aitor Lewkowycz, Akshat Agarwal, Alethea Power, Alex Ray, Alex Warstadt, Alexander W. Kocurek, Ali Safaya, Ali Tazarv, Alice Xiang, Alicia Parrish, Allen Nie, Aman Hussain, Amanda Askell, Amanda Dsouza, Ambrose Slone, Ameet Rahane, Anantharaman S. Iyer, Anders Andreassen, Andrea Madotto, Andrea Santilli, Andreas Stuhlmüller, Andrew M. Dai, Andrew La, Andrew K. Lampinen, Andy Zou, Angela Jiang, Angelica Chen, Anh Vuong, Animesh Gupta, Anna Gottardi, Antonio Norelli, Anu Venkatesh, Arash Gholamidavoodi, Arfa Tabassum, Arul Menezes, Arun Kirubarajan, Asher Mullokandov, Ashish Sabharwal, Austin Herrick, Avia Efrat, Aykut Erdem, Ayla Karakas, B. Ryan Roberts, Bao Sheng Loe, Barret Zoph, Bartlomiej Bojanowski, Batuhan Özyurt, Behnam Hedayatnia, Behnam Neyshabur, Benjamin Inden, Benno Stein, Berk Ekmekci, Bill Yuchen Lin, Blake Howald, Bryan Orinion, Cameron Diao, Cameron Dour, Catherine Stinson, Cedrick Argueta, Cèsar Ferri Ramírez, Chandan Singh, Charles Rathkopf, Chenlin Meng, Chitta Baral, Chiyu Wu, Chris Callison-Burch, Chris Waites, Christian Voigt, Christopher D. Manning, Christopher Potts, Cindy Ramirez, Clara E. Rivera, Clemencia Siro, Colin Raffel, Courtney Ashcraft, Cristina Garbacea, Damien Sileo, Dan Garrette, Dan Hendrycks, Dan Kilman, Dan Roth, Daniel Freeman, Daniel Khashabi, Daniel Levy, Daniel Moseguí González, Danielle Perszyk, Danny Hernandez, Danqi Chen, Daphne Ippolito, Dar Gilboa, David Dohan, David Drakard, David Jurgens, Debajyoti Datta, Deep Ganguli, Denis Emelin, Denis Kleyko, Deniz Yuret, Derek Chen, Derek Tam, Dieuwke Hupkes, Diganta Misra, Dilyar Buzan, Dimitri Coelho Mollo, Diyi Yang, Dong-Ho Lee, Dylan Schrader, Ekaterina Shutova, Ekin Dogus Cubuk, Elad Segal, Eleanor Hagerman, Elizabeth Barnes, Elizabeth Donoway, Ellie Pavlick, Emanuele Rodolà, Emma Lam, Eric Chu, Eric Tang, Erkut Erdem, Ernie Chang, Ethan A. Chi, Ethan Dyer, Ethan J. Jerzak, Ethan Kim, Eunice Engefu Manyasi, Evgenii Zheltonozhskii, Fanyue Xia, Fatemeh Siar, Fernando Martínez-Plumed, Francesca Happé, François Chollet, Frieda Rong, Gaurav Mishra, Genta Indra Winata, Gerard de Melo, Germán Kruszewski, Giambattista Parascandolo, Giorgio Mariani, Gloria Wang, Gonzalo Jaimovitch-López, Gregor Betz, Guy Gur-Ari, Hana Galijasevic, Hannah Kim, Hannah Rashkin, Hannaneh Hajishirzi, Harsh Mehta, Hayden Bogar, Henry Shevlin, Hinrich Schütze, Hiromu Yakura, Hongming Zhang, Hugh Mee Wong, Ian Ng, Isaac Noble, Jaap Jumelet, Jack Geissinger, Jackson Kernion, Jacob Hilton, Jaehoon Lee, Jaime Fernández Fisac, James B. Simon, James Koppel, James Zheng, James Zou, Jan Kocon, Jana Thompson, Janelle Wingfield, Jared Kaplan, Jarema Radom, Jascha Sohl-Dickstein, Jason Phang, Jason Wei, Jason Yosinski, Jekaterina Novikova, Jelle Bosscher, Jennifer Marsh, Jeremy Kim, Jeroen Taal, Jesse H. Engel, Jesujoba Alabi, Jiacheng Xu, Jiaming Song, Jillian Tang, Joan Waweru, John Burden, John Miller, John U. Balis, Jonathan Batchelder, Jonathan Berant, Jörg Frohberg, Jos Rozen, José Hernández-Orallo, Joseph Boudeman, Joseph Guerr, Joseph Jones, Joshua B. Tenenbaum, Joshua S. Rule, Joyce Chua, Kamil Kanclerz, Karen Livescu, Karl Krauth, Karthik Gopalakrishnan, Katerina Ignatyeva, Katja Markert, Kaustubh D. Dhole, Kevin Gimpel, Kevin Omondi, Kory W. Mathewson, Kristen Chiafullo, Ksenia Shkaruta, Kumar Shridhar, Kyle McDonell, Kyle Richardson, Laria Reynolds, Leo Gao, Li Zhang, Liam Dugan, Lianhui Qin, Lidia Contreras Ochando, Louis-Philippe Morency, Luca Moschella, Lucas Lam, Lucy Noble, Ludwig Schmidt, Luheng He, Luis Oliveros Colón, Luke Metz, Lütfi Kerem Senel, Maarten Bosma, Maarten Sap, Maartje ter Hoeve, Maheen Farooqi, Manaal Faruqui, Mantas Mazeika, Marco Baturan, Marco Marelli, Marco Maru, María José Ramírez-Quintana, Marie Tolkiehn, Mario Giulianelli, Martha Lewis, Martin Potthast, Matthew L. Leavitt, Matthias Hagen, Mátyás Schubert, Medina Baitemirova, Melody Arnaud, Melvin McElrath, Michael A. Yee, Michael Cohen, Michael Gu, Michael I. Ivanitskiy, Michael Starritt, Michael Strube, Michal Swedrowski, Michele Bevilacqua, Michihiro Yasunaga, Mihir Kale, Mike Cain, Mimee Xu, Mirac Suzgun, Mitch Walker, Mo Tiwari, Mohit Bansal, Moin Aminnaseri, Mor Geva, Mozhdeh Gheini, Mukund Varma T., Nanyun Peng, Nathan A. Chi, Nayeon Lee, Neta Gur-Ari Krakover, Nicholas Cameron, Nicholas Roberts, Nick Doiron, Nicole Martinez, Nikita Nangia, Niklas Deckers, Niklas Muennighoff, Nitish Shirish Keskar, Niveditha Iyer, Noah Constant, Noah Fiedel, Nuan Wen, Oliver Zhang, Omar Agha, Omar Elbaghdadi, Omer Levy, Owain Evans, Pablo Antonio Moreno Casares, Parth Doshi, Pascale Fung, Paul Pu Liang, Paul Vicol, Pegah Alipoormolabashi, Peiyuan Liao, Percy Liang, Peter Chang, Peter Eckersley, Phu Mon Htut, Pinyu Hwang, Piotr Milkowski, Piyush Patil, Pouya Pezeshkpour, Priti Oli, Qiaozhu Mei, Qing Lyu, Qinlang Chen, Rabin Banjade, Rachel Etta Rudolph, Raefer Gabriel, Rahel Habacker, Ramon Risco, Raphaël Millière, Rhythm Garg, Richard Barnes, Rif A. Saurous, Riku Arakawa, Robbe Raymaekers, Robert Frank, Rohan Sikand, Roman Novak, Roman Sitelew, Ronan LeBras, Rosanne Liu, Rowan Jacobs, Rui Zhang, Ruslan Salakhutdinov, Ryan Chi, Ryan Lee, Ryan Stovall, Ryan Teehan, Rylan Yang, Sahib Singh, Saif M. Mohammad, Sajant Anand, Sam Dillavou, Sam Shleifer, Sam Wiseman, Samuel Gruetter, Samuel R. Bowman, Samuel S. Schoenholz, Sanghyun Han, Sanjeev Kwatra, Sarah A. Rous, Sarik Ghazarian, Sayan Ghosh, Sean Casey, Sebastian Bischoff, Sebastian Gehrmann, Sebastian Schuster, Sepideh Sadeghi, Shadi Hamdan, Sharon Zhou, Shashank Srivastava, Sherry Shi, Shikhar Singh, Shima Asaadi, Shixiang Shane Gu, Shubh Pachchigar, Shubham Toshniwal, Shyam Upadhyay, Shyamolima (Shammie) Debnath, Siamak Shakeri, Simon Thormeyer, Simone Melzi, Siva Reddy, Sneha Priscilla Makini, Soo-Hwan Lee, Spencer Torene, Sriharsha Hatwar, Stanislas Dehaene, Stefan Divic, Stefano Ermon, Stella Biderman, Stephanie Lin, Stephen Prasad, Steven T. Piantadosi, Stuart M. Shieber, Summer Misherghi, Svetlana Kiritchenko, Swaroop Mishra, Tal Linzen, Tal Schuster, Tao Li, Tao Yu, Tariq Ali, Tatsu Hashimoto, Te-Lin Wu, Théo Desbordes, Theodore Rothschild, Thomas Phan, Tianle Wang, Tiberius Nkinyili, Timo Schick, Timofei Kornev, Titus Tunduny, Tobias Gerstenberg, Trenton Chang, Trishala Neeraj, Tushar Khot, Tyler Shultz, Uri Shaham, Vedant Misra, Vera Demberg, Victoria Nyamai, Vikas Raunak, Vinay V. Ramasesh, Vinay Uday Prabhu, Vishakh Padmakumar, Vivek Srikumar, William Fedus, William Saunders, William Zhang, Wout Vossen, Xiang Ren, Xiaoyu Tong, Xinran Zhao, Xinyi Wu, Xudong Shen, Yadollah Yaghoobzadeh, Yair Lakretz, Yangqiu Song, Yasaman Bahri, Yejin Choi, Yichi Yang, Yiding Hao, Yifu Chen, Yonatan Belinkov, Yu Hou, Yufang Hou, Yuntao Bai, Zachary Seid, Zhuoye Zhao, Zijian Wang, Zijie J. Wang, Zirui Wang, Ziyi Wu
2022 J jnl
Emb-GAM: an Interpretable and Efficient Predictor using Pre-trained Language Models.
CoRR
Chandan Singh, Jianfeng Gao
2022 J jnl
Explaining Patterns in Data with Language Models via Interpretable Autoprompting.
CoRR
Chandan Singh, John X. Morris, Jyoti Aneja, Alexander M. Rush, Jianfeng Gao
2022 J jnl
Fast Interpretable Greedy-Tree Sums (FIGS).
CoRR
Yan Shuo Tan, Chandan Singh, Keyan Nasseri, Abhineet Agarwal, Bin Yu
2022 J jnl
Group Probability-Weighted Tree Sums for Interpretable Modeling of Heterogeneous Data.
CoRR
Keyan Nasseri, Chandan Singh, James Duncan, Aaron Kornblith, Bin Yu
2022 A* conf
Hierarchical Shrinkage: Improving the accuracy and interpretability of tree-based models.
ICML
Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu
2022 J jnl
Hierarchical Shrinkage: improving the accuracy and interpretability of tree-based methods.
CoRR
Abhineet Agarwal, Yan Shuo Tan, Omer Ronen, Chandan Singh, Bin Yu
2022 B conf
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments.
IJCNN
Jaspreet Singh, Chandan Singh
2022 J jnl
Learning Invariant Representations for Equivariant Neural Networks Using Orthogonal Moments.
CoRR
Jaspreet Singh, Chandan Singh
2022 J jnl
Novel and robust color texture descriptors for color face recognition.
Multim. Tools Appl.
Chandan Singh, Shahbaz Majeed
2022 — —
Useful interpretability for real-world machine learning
Chandan Singh
2022 J jnl
VeridicalFlow: a Python package for building trustworthy data science pipelines with PCS.
J. Open Source Softw.
James Duncan, Rush Kapoor, Abhineet Agarwal, Chandan Singh, Bin Yu
2021 J jnl
A survey on rotation invariance of orthogonal moments and transforms.
Signal Process.
Chandan Singh, Jaspreet Singh
2021 A* conf
Adaptive wavelet distillation from neural networks through interpretations.
NeurIPS
Wooseok Ha, Chandan Singh, François Lanusse, Srigokul Upadhyayula, Bin Yu
2021 J jnl
Adaptive wavelet distillation from neural networks through interpretations.
CoRR
Wooseok Ha, Chandan Singh, François Lanusse, Eli Song, Song Dang, Kangmin He, Srigokul Upadhyayula, Bin Yu
2021 J jnl
An unsupervised orthogonal rotation invariant moment based fuzzy C-means approach for the segmentation of brain magnetic resonance images.
Expert Syst. Appl.
Chandan Singh, Anu Bala
2021 — conf
Bag of Groups of Convolutional Features Model for Visual Object Recognition.
MLSP
Jaspreet Singh, Chandan Singh
2021 J jnl
Interpreting and improving deep-learning models with reality checks.
CoRR
Chandan Singh, Wooseok Ha, Bin Yu
2021 J jnl
Matched sample selection with GANs for mitigating attribute confounding.
CoRR
Chandan Singh, Guha Balakrishnan, Pietro Perona
2021 J jnl
NL-Augmenter: A Framework for Task-Sensitive Natural Language Augmentation.
CoRR
Kaustubh D. Dhole, Varun Gangal, Sebastian Gehrmann, Aadesh Gupta, Zhenhao Li, Saad Mahamood, Abinaya Mahendiran, Simon Mille, Ashish Srivastava, Samson Tan, Tongshuang Wu, Jascha Sohl-Dickstein, Jinho D. Choi, Eduard H. Hovy, Ondrej Dusek, Sebastian Ruder, Sajant Anand, Nagender Aneja, Rabin Banjade, Lisa Barthe, Hanna Behnke, Ian Berlot-Attwell, Connor Boyle, Caroline Brun, Marco Antonio Sobrevilla Cabezudo, Samuel Cahyawijaya, Emile Chapuis, Wanxiang Che, Mukund Choudhary, Christian Clauss, Pierre Colombo, Filip Cornell, Gautier Dagan, Mayukh Das, Tanay Dixit, Thomas Dopierre, Paul-Alexis Dray, Suchitra Dubey, Tatiana Ekeinhor, Marco Di Giovanni, Tanya Goyal, Rishabh Gupta, Louanes Hamla, Sang Han, Fabrice Harel-Canada, Antoine Honore, Ishan Jindal, Przemyslaw K. Joniak, Denis Kleyko, Venelin Kovatchev, Kalpesh Krishna, Ashutosh Kumar, Stefan Langer, Seungjae Ryan Lee, Corey James Levinson, Hualou Liang, Kaizhao Liang, Zhexiong Liu, Andrey Lukyanenko, Vukosi Marivate, Gerard de Melo, Simon Meoni, Maxime Meyer, Afnan Mir, Nafise Sadat Moosavi, Niklas Muennighoff, Timothy Sum Hon Mun, Kenton Murray, Marcin Namysl, Maria Obedkova, Priti Oli, Nivranshu Pasricha, Jan Pfister, Richard Plant, Vinay Prabhu, Vasile Pais, Libo Qin, Shahab Raji, Pawan Kumar Rajpoot, Vikas Raunak, Roy Rinberg, Nicholas Roberts, Juan Diego Rodriguez, Claude Roux, Paulo Henrique Santos Vasconcellos, Ananya B. Sai, Robin M. Schmidt, Thomas Scialom, Tshephisho Sefara, Saqib Shamsi, Xudong Shen, Yiwen Shi, Haoyue Shi, Anna Shvets, Nick Siegel, Damien Sileo, Jamie Simon, Chandan Singh, Roman Sitelew, Priyank Soni, Taylor Sorensen, William Soto Martinez, Aman Srivastava, KV Aditya Srivatsa, Tony Sun, Mukund Varma T., A. Tabassum, Fiona Anting Tan, Ryan Teehan, Mo Tiwari, Marie Tolkiehn, Athena Wang, Zijian Wang, Zijie J. Wang, Gloria Wang, Fuxuan Wei, Bryan Wilie, Genta Indra Winata, Xinyi Wu, Witold Wydmanski, Tianbao Xie, Usama Yaseen, Michael A. Yee, Jing Zhang, Yue Zhang
2021 — conf
Packaged Enterprise System Customization - A Systematic Literature Review.
HICSS
Chandan Singh, Samuli Pekkola
2021 J jnl
imodels: a python package for fitting interpretable models.
J. Open Source Softw.
Chandan Singh, Keyan Nasseri, Yan Shuo Tan, Tiffany M. Tang, Bin Yu
2020 J jnl
An Effective Approach for Noise Robust and Rotation Invariant Handwritten Character Recognition Using Zernike Moments Features and Optimal Similarity Measure.
Appl. Artif. Intell.
Chandan Singh, Ashutosh Aggarwal
2020 J jnl
Curating a COVID-19 data repository and forecasting county-level death counts in the United States.
CoRR
Nick Altieri, Rebecca L. Barter, James Duncan, Raaz Dwivedi, Karl Kumbier, Xiao Li, Robert Netzorg, Briton Park, Chandan Singh, Yan Shuo Tan, Tiffany M. Tang, Yu Wang, Bin Yu
2020 A* conf
Interpretations are Useful: Penalizing Explanations to Align Neural Networks with Prior Knowledge.
ICML
Laura Rieger, Chandan Singh, W. James Murdoch, Bin Yu
2020 — conf
Interpreting and Improving Deep-Learning Models with Reality Checks.
xxAI@ICML
Chandan Singh, Wooseok Ha, Bin Yu
2020 J jnl
Revisiting complexity and the bias-variance tradeoff.
CoRR
Raaz Dwivedi, Chandan Singh, Bin Yu, Martin J. Wainwright
2020 J jnl
Transformation Importance with Applications to Cosmology.
CoRR
Chandan Singh, Wooseok Ha, François Lanusse, Vanessa Böhm, Jia Liu, Bin Yu
2019 J jnl
A local Zernike moment-based unbiased nonlocal means fuzzy C-Means algorithm for segmentation of brain magnetic resonance images.
Expert Syst. Appl.
Chandan Singh, Anu Bala
2019 J jnl
A transform-based fast fuzzy C-means approach for high brain MRI segmentation accuracy.
Appl. Soft Comput.
Chandan Singh, Anu Bala
2019 J jnl
Disentangled Attribution Curves for Interpreting Random Forests and Boosted Trees.
CoRR
Summer Devlin, Chandan Singh, W. James Murdoch, Bin Yu
2019 J jnl
Geometrically invariant color, shape and texture features for object recognition using multiple kernel learning classification approach.
Inf. Sci.
Chandan Singh, Jaspreet Singh
2019 — conf
Hierarchical interpretations for neural network predictions.
ICLR (Poster)
Chandan Singh, W. James Murdoch, Bin Yu
2019 J jnl
Interpretable machine learning: definitions, methods, and applications.
CoRR
W. James Murdoch, Chandan Singh, Karl Kumbier, Reza Abbasi-Asl, Bin Yu
2019 J jnl
Interpretations are useful: penalizing explanations to align neural networks with prior knowledge.
CoRR
Laura Rieger, Chandan Singh, W. James Murdoch, Bin Yu
2019 J jnl
Large Scale Image Segmentation with Structured Loss Based Deep Learning for Connectome Reconstruction.
IEEE Trans. Pattern Anal. Mach. Intell.
Jan Funke, Fabian Tschopp, William Grisaitis, Arlo Sheridan, Chandan Singh, Stephan Saalfeld, Srinivas C. Turaga
2018 J jnl
A DCT-based local and non-local fuzzy C-means algorithm for segmentation of brain magnetic resonance images.
Appl. Soft Comput.
Chandan Singh, Anu Bala
2018 J jnl
Color texture description with novel local binary patterns for effective image retrieval.
Pattern Recognit.
Chandan Singh, Ekta Walia, Kanwal Preet Kaur
2018 J jnl
Hierarchical interpretations for neural network predictions.
CoRR
Chandan Singh, W. James Murdoch, Bin Yu
2018 J jnl
Linearization of excitatory synaptic integration at no extra cost.
J. Comput. Neurosci.
Danielle Morel, Chandan Singh, William B. Levy
2018 J jnl
Multi-channel versus quaternion orthogonal rotation invariant moments for color image representation.
Digit. Signal Process.
Chandan Singh, Jaspreet Singh
2017 J jnl
A Constrained, Weighted-L1 Minimization Approach for Joint Discovery of Heterogeneous Neural Connectivity Graphs.
CoRR
Chandan Singh, Beilun Wang, Yanjun Qi
2017 J jnl
A Deep Structured Learning Approach Towards Automating Connectome Reconstruction from 3D Electron Micrographs.
CoRR
Jan Funke, Fabian Tschopp, William Grisaitis, Arlo Sheridan, Chandan Singh, Stephan Saalfeld, Srinivas C. Turaga
2017 J jnl
A hybrid algorithm for speckle noise reduction of ultrasound images.
Comput. Methods Programs Biomed.
Karamjeet Singh, Sukhjeet K. Ranade, Chandan Singh
2017 J jnl
An efficient and robust multi-frame image super-resolution reconstruction using orthogonal Fourier-Mellin moments.
Displays
Chandan Singh, Ashutosh Aggarwal
2017 J jnl
An efficient approach for image sequence denoising using Zernike moments-based nonlocal means approach.
Comput. Electr. Eng.
Chandan Singh, Ashutosh Aggarwal
2017 J jnl
Contrast enhancement for cephalometric images using wavelet-based modified adaptive histogram equalization.
Appl. Soft Comput.
Amandeep Kaur, Chandan Singh
2017 — conf
Multi-channel generalized pseudo-Jacobi-Fourier moments for color image reconstruction and object recognition.
ICAPR
Jaspreet Singh, Chandan Singh
2017 J jnl
Single-image super-resolution using orthogonal rotation invariant moments.
Comput. Electr. Eng.
Chandan Singh, Ashutosh Aggarwal
2016 J jnl
A fast and efficient image retrieval system based on color and texture features.
J. Vis. Commun. Image Represent.
Chandan Singh, Kanwal Preet Kaur
2016 J jnl
Invariant moments and transform-based unbiased nonlocal means for denoising of MR images.
Biomed. Signal Process. Control.
Chandan Singh, Sukhjeet K. Ranade, Karamjeet Singh
2016 — conf
Method Noise Based Two Stage Nonlocal Means Filtering Approach for Gaussian Noise Reduction.
SocProS (2)
Karamjeet Singh, Sukhjeet Kaur Ranade, Chandan Singh
2016 J jnl
Zernike Moments-Based Gurumukhi Character Recognition.
Appl. Artif. Intell.
Ashutosh Aggarwal, Chandan Singh
2015 J jnl
Automatic cephalometric landmark detection using Zernike moments and template matching.
Signal Image Video Process.
Amandeep Kaur, Chandan Singh
2015 J jnl
Fast computation of Jacobi-Fourier moments for invariant image recognition.
Pattern Recognit.
Rahul Upneja, Chandan Singh
2015 J jnl
Fast computation of polar harmonic transforms.
J. Real Time Image Process.
Chandan Singh, Amandeep Kaur
2014 J jnl
A noise resistant image matching method using angular radial transform.
Digit. Signal Process.
Chandan Singh, Ashutosh Aggarwal
2014 J jnl
Accurate calculation of high order pseudo-Zernike moments and their numerical stability.
Digit. Signal Process.
Chandan Singh, Rahul Upneja
2014 — conf
Color Image Retrieval Using Color Histogram and Orthogonal Combination of Linear Binary Pattern.
ICVGIP
Kanwal Preet Kaur, Chandan Singh, Ekta Walia Bhullar
2014 J jnl
Complementary feature sets for optimal face recognition.
EURASIP J. Image Video Process.
Chandan Singh, Neerja Mittal, Ekta Walia
2014 J jnl
Effective and fast face recognition system using hybrid features of orthogonal rotation invariant moments and wavelet transforms.
J. Electronic Imaging
Chandan Singh, Ali Mohammed Sahan, Rahul Upneja
2014 J jnl
Error Analysis in the Computation of Orthogonal Rotation Invariant Moments.
J. Math. Imaging Vis.
Chandan Singh, Rahul Upneja
2014 — conf
Fixing power bugs at RTL stage using PSL assertions.
MWSCAS
Carla Purdy, Chandan Singh, Rashna Seli
2014 J jnl
Image adaptive and high-capacity watermarking system using accurate Zernike moments.
IET Image Process.
Chandan Singh, Sukhjeet K. Ranade
2014 J jnl
Reader comprehension ranking by monitoring eye gaze using eye tracker.
Int. J. Intell. Syst. Technol. Appl.
Chandan Singh, Dhananjay Yadav, Jinho Lee
2013 J jnl
A high capacity image adaptive watermarking scheme with radial harmonic Fourier moments.
Digit. Signal Process.
Chandan Singh, Sukhjeet K. Ranade
2013 J jnl
Accurate calculation of Zernike moments.
Inf. Sci.
Chandan Singh, Ekta Walia, Rahul Upneja
2013 J jnl
Performance analysis of various local and global shape descriptors for image retrieval.
Multim. Syst.
Chandan Singh, Pooja Sharma
2013 J jnl
Rotation invariant moments and transforms for geometrically invariant image watermarking.
J. Electronic Imaging
Chandan Singh, Sukhjeet K. Ranade
2013 — conf
User Ranking by Monitoring Eye Gaze Using Eye Tracker.
SocProS (1)
Chandan Singh, Dhananjay Yadav
2012 J jnl
"Ad you like it": advertisement sourcing and selection technique across multiple heterogeneous applications.
ACM SIGSOFT Softw. Eng. Notes
Ajay Jain, Chandan Singh
2012 J jnl
A comment on "Fast and accurate method for radial moment's computation" by Khalid M. Hosny [Pattern Recognition Letters, 31(2010), 143-150].
Pattern Recognit. Lett.
Ekta Walia, Chandan Singh, Rahul Upneja
2012 J jnl
Accurate Computation of Orthogonal Fourier-Mellin Moments.
J. Math. Imaging Vis.
Chandan Singh, Rahul Upneja
2012 J jnl
Analysis of algorithms for fast computation of pseudo Zernike moments and their numerical stability.
Digit. Signal Process.
Chandan Singh, Ekta Walia, Pooja Sharma, Rahul Upneja
2012 J jnl
Discriminative Zernike and Pseudo Zernike Moments for Face Recognition.
Int. J. Comput. Vis. Image Process.
Chandan Singh, Ekta Walia, Neerja Mittal
2012 J jnl
Error analysis and accurate calculation of rotational moments.
Pattern Recognit. Lett.
Chandan Singh, Rahul Upneja
2012 J jnl
Fast and accurate method for high order Zernike moments computation.
Appl. Math. Comput.
Chandan Singh, Rahul Upneja
2012 J jnl
On the fast computation of orthogonal Fourier-Mellin moments with improved numerical stability.
J. Real Time Image Process.
Ekta Walia, Chandan Singh, Anjali Goyal
2012 J jnl
Robust two-stage face recognition approach using global and local features.
Vis. Comput.
Chandan Singh, Ekta Walia, Neerja Mittal
2011 J jnl
Algorithms for fast computation of Zernike moments and their numerical stability.
Image Vis. Comput.
Chandan Singh, Ekta Walia
2010 J jnl
A Fast Decision Technique for Hierarchical Hough Transform for Line Detection
CoRR
Chandan Singh, Nitin Bhatia
2010 J jnl
A Hybrid Edge Detector Using Fuzzy Logic and Mathematical Morphology.
Int. J. Image Graph.
Amandeep Kaur, Chandan Singh
2010 J jnl
Fast and numerically stable methods for the computation of Zernike moments.
Pattern Recognit.
Chandan Singh, Ekta Walia
2009 J jnl
Computation of Zernike moments in improved polar configuration.
IET Image Process.
Chandan Singh, Ekta Walia
2008 J jnl
Hough transform based fast skew detection and accurate skew correction methods.
Pattern Recognit.
Chandan Singh, Nitin Bhatia, Amandeep Kaur
2006 — conf
An Analysis of Linear and Non-Linear Interpolation Techniques for Three-Dimensional Rendering.
GMAI
Ekta Walia, Chandan Singh
2006 J jnl
Improved quality of reconstructed images using floating point arithmetic for moment calculation.
Pattern Recognit.
Chandan Singh
2005 J jnl
Fast Hybrid Shading: an Application of Finite Element Methods in 3d Rendering.
Int. J. Image Graph.
Chandan Singh, Ekta Walia
2004 Misc conf
An Algorithm for Improved Shading of coarsely tessellated Polygonal Objects.
ICCVG
Chandan Singh, Ekta Walia
2002 — conf
A Complete OCR System for Gurmukhi Script.
SSPR/SPR
G. S. Lehal, Chandan Singh
2001 A conf
A Shape Based Post Processor for Gurmukhi OCR.
ICDAR
G. S. Lehal, Chandan Singh, Ritu Lehal
2001 C conf
A Technique for Segmentation of Gurmukhi Text.
CAIP
G. S. Lehal, Chandan Singh
2001 — conf
Text segmentation of machine-printed Gurmukhi script.
Document Recognition and Retrieval
Gurpreet Singh Lehal, Chandan Singh
2000 B conf
A Gurmukhi Script Recognition System.
ICPR
G. S. Lehal, Chandan Singh